There is evidence that LLMs are capable of making assembly that runs a great deal more efficiently than the compiler can manage on its own.
There are a ton of optimization opportunities that hinge on the intent of a piece of code which static compilers can never detect at scale. LLMs can actually navigate that and write surprisingly optimal assembly.
I've had all my side projects being written in x64 for the last 6 months and it is shockingly effective.
The purpose of an optimizing compiler is not merely to produce efficient assembly. The goal of an optimizing compiler is to produce efficient assembly while confidently preserving a program's observable logical semantics. Asking an LLM to spit out raw unstructured assembly based on inferred context from a specification given in English is a contender for one of the worst ideas I have ever heard; I award you no points, and may God have mercy on your soul.
Do you have references ?
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This has got to be the craziest AI-shill sentence I have heard in a long time.
How can a generic LLM generate better assembly than a dedicated compiler, whose sole purpose is to generate assembly code. With people pedantically adding every optimization imaginable and unimaginable to produce the most efficient code possible. And you have the audacity to say LLMs, which write garbage non-trivial amount of time, are capable of producing better assembly.
This has got to be either a masterful ragebait, or a person with very low knowledge of modern compilers, because even an LLM would not write something so stupid as this.